Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 400 |
| Missing cells | 1009 |
| Missing cells (%) | 9.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 81.4 KiB |
| Average record size in memory | 208.3 B |
Variable types
| Numeric | 12 |
|---|---|
| Boolean | 3 |
| Categorical | 11 |
Variable descriptions
| files | Files in the filesystem |
|---|---|
| datec | Creation date |
| datem | Modification date |
wc has a high cardinality: 92 distinct values | High cardinality |
id is highly correlated with sg and 3 other fields | High correlation |
sg is highly correlated with id and 3 other fields | High correlation |
al is highly correlated with id and 4 other fields | High correlation |
su is highly correlated with bgr | High correlation |
bgr is highly correlated with su | High correlation |
bu is highly correlated with sc and 1 other fields | High correlation |
sc is highly correlated with id and 4 other fields | High correlation |
sod is highly correlated with al and 1 other fields | High correlation |
hemo is highly correlated with id and 5 other fields | High correlation |
id is highly correlated with sg and 2 other fields | High correlation |
sg is highly correlated with id and 1 other fields | High correlation |
al is highly correlated with id and 1 other fields | High correlation |
su is highly correlated with bgr | High correlation |
bgr is highly correlated with su | High correlation |
bu is highly correlated with sc and 1 other fields | High correlation |
sc is highly correlated with bu and 1 other fields | High correlation |
sod is highly correlated with sc | High correlation |
hemo is highly correlated with id and 3 other fields | High correlation |
al is highly correlated with sc and 1 other fields | High correlation |
bu is highly correlated with sc | High correlation |
sc is highly correlated with al and 2 other fields | High correlation |
hemo is highly correlated with al and 1 other fields | High correlation |
pc is highly correlated with rc and 2 other fields | High correlation |
htn is highly correlated with rc and 3 other fields | High correlation |
rbc is highly correlated with pcv and 1 other fields | High correlation |
rc is highly correlated with pc and 3 other fields | High correlation |
pcc is highly correlated with pc | High correlation |
pcv is highly correlated with pc and 4 other fields | High correlation |
dm is highly correlated with htn | High correlation |
classification is highly correlated with htn and 3 other fields | High correlation |
ane is highly correlated with rc and 1 other fields | High correlation |
id is highly correlated with sg and 11 other fields | High correlation |
age is highly correlated with htn | High correlation |
bp is highly correlated with pcv and 1 other fields | High correlation |
sg is highly correlated with id and 5 other fields | High correlation |
al is highly correlated with id and 14 other fields | High correlation |
su is highly correlated with bgr and 6 other fields | High correlation |
rbc is highly correlated with id and 6 other fields | High correlation |
pc is highly correlated with id and 10 other fields | High correlation |
pcc is highly correlated with al and 1 other fields | High correlation |
ba is highly correlated with al and 1 other fields | High correlation |
bgr is highly correlated with al and 6 other fields | High correlation |
bu is highly correlated with al and 9 other fields | High correlation |
sc is highly correlated with bu and 6 other fields | High correlation |
sod is highly correlated with pc and 6 other fields | High correlation |
pot is highly correlated with bu and 3 other fields | High correlation |
hemo is highly correlated with id and 15 other fields | High correlation |
pcv is highly correlated with id and 19 other fields | High correlation |
wc is highly correlated with id and 12 other fields | High correlation |
rc is highly correlated with id and 21 other fields | High correlation |
htn is highly correlated with id and 12 other fields | High correlation |
dm is highly correlated with id and 5 other fields | High correlation |
cad is highly correlated with su and 1 other fields | High correlation |
appet is highly correlated with id and 6 other fields | High correlation |
pe is highly correlated with al and 6 other fields | High correlation |
ane is highly correlated with bu and 4 other fields | High correlation |
classification is highly correlated with id and 6 other fields | High correlation |
age has 9 (2.2%) missing values | Missing |
al has 46 (11.5%) missing values | Missing |
bgr has 44 (11.0%) missing values | Missing |
bp has 12 (3.0%) missing values | Missing |
bu has 19 (4.8%) missing values | Missing |
hemo has 52 (13.0%) missing values | Missing |
pc has 65 (16.2%) missing values | Missing |
pcv has 70 (17.5%) missing values | Missing |
pot has 88 (22.0%) missing values | Missing |
rbc has 152 (38.0%) missing values | Missing |
rc has 130 (32.5%) missing values | Missing |
sc has 17 (4.2%) missing values | Missing |
sg has 47 (11.8%) missing values | Missing |
sod has 87 (21.8%) missing values | Missing |
su has 49 (12.2%) missing values | Missing |
wc has 105 (26.2%) missing values | Missing |
id is uniformly distributed | Uniform |
id has unique values | Unique |
al has 199 (49.8%) zeros | Zeros |
su has 290 (72.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-11 06:39:28.659177 |
|---|---|
| Analysis finished | 2022-04-11 08:09:57.939040 |
| Duration | 1 hour, 30 minutes and 29.28 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 76 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 9 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.48337596 |
| Minimum | 2 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 42 |
| median | 55 |
| Q3 | 64.5 |
| 95-th percentile | 74.5 |
| Maximum | 90 |
| Range | 88 |
| Interquartile range (IQR) | 22.5 |
Descriptive statistics
| Standard deviation | 17.16971409 |
|---|---|
| Coefficient of variation (CV) | 0.3335001594 |
| Kurtosis | 0.0578404946 |
| Mean | 51.48337596 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.6682594692 |
| Sum | 20130 |
| Variance | 294.7990819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 19 | 4.8% |
| 65 | 17 | 4.2% |
| 48 | 12 | 3.0% |
| 50 | 12 | 3.0% |
| 55 | 12 | 3.0% |
| 47 | 11 | 2.8% |
| 56 | 10 | 2.5% |
| 59 | 10 | 2.5% |
| 45 | 10 | 2.5% |
| 54 | 10 | 2.5% |
| Other values (66) | 268 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 4 | 1 | 0.2% |
| 5 | 2 | |
| 6 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 8 | 3 | |
| 11 | 1 | 0.2% |
| 12 | 2 | |
| 14 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.2% |
| 83 | 1 | 0.2% |
| 82 | 1 | 0.2% |
| 81 | 1 | 0.2% |
| 80 | 4 | |
| 79 | 1 | 0.2% |
| 78 | 1 | 0.2% |
| 76 | 5 | |
| 75 | 5 | |
| 74 | 3 |
al
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 46 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.016949153 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 199 |
| Zeros (%) | 49.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.352678913 |
|---|---|
| Coefficient of variation (CV) | 1.330134264 |
| Kurtosis | -0.3833766021 |
| Mean | 1.016949153 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9981572421 |
| Sum | 360 |
| Variance | 1.829740241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 2 | 43 | 10.8% |
| 3 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| (Missing) | 46 | 11.5% |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 2 | 43 | 10.8% |
| 3 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 4 | 24 | 6.0% |
| 3 | 43 | 10.8% |
| 2 | 43 | 10.8% |
| 1 | 44 | 11.0% |
| 0 | 199 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 339 | |
| True | 60 | 15.0% |
| (Missing) | 1 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 3.2 KiB |
| good | |
|---|---|
| poor |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | good |
|---|---|
| 2nd row | good |
| 3rd row | poor |
| 4th row | poor |
| 5th row | good |
Common Values
| Value | Count | Frequency (%) |
| good | 317 | |
| poor | 82 | 20.5% |
| (Missing) | 1 | 0.2% |
Length
Pie chart
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 3.2 KiB |
| notpresent | |
|---|---|
| present | 22 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.833333333 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | notpresent |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 374 | |
| present | 22 | 5.5% |
| (Missing) | 4 | 1.0% |
Length
Pie chart
| Distinct | 146 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 44 |
| Missing (%) | 11.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.0365169 |
| Minimum | 22 |
|---|---|
| Maximum | 490 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 78.75 |
| Q1 | 99 |
| median | 121 |
| Q3 | 163 |
| 95-th percentile | 307.25 |
| Maximum | 490 |
| Range | 468 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 79.28171424 |
|---|---|
| Coefficient of variation (CV) | 0.5355551179 |
| Kurtosis | 4.225593588 |
| Mean | 148.0365169 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.010773173 |
| Sum | 52701 |
| Variance | 6285.590212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 10 | 2.5% |
| 93 | 9 | 2.2% |
| 100 | 9 | 2.2% |
| 107 | 8 | 2.0% |
| 131 | 6 | 1.5% |
| 140 | 6 | 1.5% |
| 109 | 6 | 1.5% |
| 92 | 6 | 1.5% |
| 117 | 6 | 1.5% |
| 130 | 6 | 1.5% |
| Other values (136) | 284 | |
| (Missing) | 44 | 11.0% |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.2% |
| 70 | 5 | |
| 74 | 3 | |
| 75 | 2 | 0.5% |
| 76 | 4 | |
| 78 | 3 | |
| 79 | 3 | |
| 80 | 2 | 0.5% |
| 81 | 3 | |
| 82 | 3 |
| Value | Count | Frequency (%) |
| 490 | 2 | |
| 463 | 1 | |
| 447 | 1 | |
| 425 | 1 | |
| 424 | 2 | |
| 423 | 1 | |
| 415 | 1 | |
| 410 | 1 | |
| 380 | 1 | |
| 360 | 2 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 12 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.46907216 |
| Minimum | 50 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 80 |
| Q3 | 80 |
| 95-th percentile | 100 |
| Maximum | 180 |
| Range | 130 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 13.68363749 |
|---|---|
| Coefficient of variation (CV) | 0.1789434226 |
| Kurtosis | 8.646095189 |
| Mean | 76.46907216 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.605428957 |
| Sum | 29670 |
| Variance | 187.2419351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 116 | |
| 70 | 112 | |
| 60 | 71 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 50 | 5 | 1.2% |
| 110 | 3 | 0.8% |
| 140 | 1 | 0.2% |
| 180 | 1 | 0.2% |
| 120 | 1 | 0.2% |
| (Missing) | 12 | 3.0% |
| Value | Count | Frequency (%) |
| 50 | 5 | 1.2% |
| 60 | 71 | |
| 70 | 112 | |
| 80 | 116 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 110 | 3 | 0.8% |
| 120 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| 180 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| 120 | 1 | 0.2% |
| 110 | 3 | 0.8% |
| 100 | 25 | 6.2% |
| 90 | 53 | |
| 80 | 116 | |
| 70 | 112 | |
| 60 | 71 | |
| 50 | 5 | 1.2% |
| Distinct | 118 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 19 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.42572178 |
| Minimum | 1.5 |
|---|---|
| Maximum | 391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 27 |
| median | 42 |
| Q3 | 66 |
| 95-th percentile | 162 |
| Maximum | 391 |
| Range | 389.5 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 50.50300585 |
|---|---|
| Coefficient of variation (CV) | 0.8794492133 |
| Kurtosis | 9.345288576 |
| Mean | 57.42572178 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 2.634374459 |
| Sum | 21879.2 |
| Variance | 2550.5536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46 | 15 | 3.8% |
| 25 | 13 | 3.2% |
| 19 | 11 | 2.8% |
| 40 | 10 | 2.5% |
| 15 | 9 | 2.2% |
| 48 | 9 | 2.2% |
| 50 | 9 | 2.2% |
| 18 | 9 | 2.2% |
| 32 | 8 | 2.0% |
| 49 | 8 | 2.0% |
| Other values (108) | 280 | |
| (Missing) | 19 | 4.8% |
| Value | Count | Frequency (%) |
| 1.5 | 1 | 0.2% |
| 10 | 2 | 0.5% |
| 15 | 9 | |
| 16 | 7 | |
| 17 | 7 | |
| 18 | 9 | |
| 19 | 11 | |
| 20 | 7 | |
| 21 | 1 | 0.2% |
| 22 | 6 |
| Value | Count | Frequency (%) |
| 391 | 1 | |
| 322 | 1 | |
| 309 | 1 | |
| 241 | 1 | |
| 235 | 1 | |
| 223 | 1 | |
| 219 | 1 | |
| 217 | 1 | |
| 215 | 1 | |
| 208 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 3.2 KiB |
| no | |
|---|---|
| yes | 34 |
| no | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.090452261 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 362 | |
| yes | 34 | 8.5% |
| no | 2 | 0.5% |
| (Missing) | 2 | 0.5% |
Length
Pie chart
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| ckd | |
|---|---|
| notckd | |
| ckd | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 4.13 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ckd |
|---|---|
| 2nd row | ckd |
| 3rd row | ckd |
| 4th row | ckd |
| 5th row | ckd |
Common Values
| Value | Count | Frequency (%) |
| ckd | 248 | |
| notckd | 150 | |
| ckd | 2 | 0.5% |
Length
Pie chart
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 3.2 KiB |
| no | |
|---|---|
| yes | |
| no | 3 |
| yes | 2 |
| yes | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.359296482 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | yes |
|---|---|
| 2nd row | no |
| 3rd row | yes |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 258 | |
| yes | 134 | |
| no | 3 | 0.8% |
| yes | 2 | 0.5% |
| yes | 1 | 0.2% |
| (Missing) | 2 | 0.5% |
Length
Pie chart
| Distinct | 115 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 52 |
| Missing (%) | 13.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.52643678 |
| Minimum | 3.1 |
|---|---|
| Maximum | 17.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 3.1 |
|---|---|
| 5-th percentile | 7.9 |
| Q1 | 10.3 |
| median | 12.65 |
| Q3 | 15 |
| 95-th percentile | 16.9 |
| Maximum | 17.8 |
| Range | 14.7 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 2.912586609 |
|---|---|
| Coefficient of variation (CV) | 0.2325151725 |
| Kurtosis | -0.4713980437 |
| Mean | 12.52643678 |
| Median Absolute Deviation (MAD) | 2.35 |
| Skewness | -0.3350946792 |
| Sum | 4359.2 |
| Variance | 8.483160754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 16 | 4.0% |
| 10.9 | 8 | 2.0% |
| 13.6 | 7 | 1.8% |
| 13 | 7 | 1.8% |
| 9.8 | 7 | 1.8% |
| 11.1 | 7 | 1.8% |
| 10.3 | 6 | 1.5% |
| 11.3 | 6 | 1.5% |
| 13.9 | 6 | 1.5% |
| 12 | 6 | 1.5% |
| Other values (105) | 272 | |
| (Missing) | 52 | 13.0% |
| Value | Count | Frequency (%) |
| 3.1 | 1 | |
| 4.8 | 1 | |
| 5.5 | 1 | |
| 5.6 | 1 | |
| 5.8 | 1 | |
| 6 | 2 | |
| 6.1 | 1 | |
| 6.2 | 1 | |
| 6.3 | 1 | |
| 6.6 | 1 |
| Value | Count | Frequency (%) |
| 17.8 | 3 | |
| 17.7 | 1 | 0.2% |
| 17.6 | 1 | 0.2% |
| 17.5 | 1 | 0.2% |
| 17.4 | 2 | |
| 17.3 | 1 | 0.2% |
| 17.2 | 2 | |
| 17.1 | 2 | |
| 17 | 4 | |
| 16.9 | 2 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 251 | |
| True | 147 | |
| (Missing) | 2 | 0.5% |
| Distinct | 400 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.5 |
| Minimum | 0 |
|---|---|
| Maximum | 399 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.95 |
| Q1 | 99.75 |
| median | 199.5 |
| Q3 | 299.25 |
| 95-th percentile | 379.05 |
| Maximum | 399 |
| Range | 399 |
| Interquartile range (IQR) | 199.5 |
Descriptive statistics
| Standard deviation | 115.6143013 |
|---|---|
| Coefficient of variation (CV) | 0.5795203073 |
| Kurtosis | -1.2 |
| Mean | 199.5 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 0 |
| Sum | 79800 |
| Variance | 13366.66667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 263 | 1 | 0.2% |
| 273 | 1 | 0.2% |
| 272 | 1 | 0.2% |
| 271 | 1 | 0.2% |
| 270 | 1 | 0.2% |
| 269 | 1 | 0.2% |
| 268 | 1 | 0.2% |
| 267 | 1 | 0.2% |
| 266 | 1 | 0.2% |
| Other values (390) | 390 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 399 | 1 | |
| 398 | 1 | |
| 397 | 1 | |
| 396 | 1 | |
| 395 | 1 | |
| 394 | 1 | |
| 393 | 1 | |
| 392 | 1 | |
| 391 | 1 | |
| 390 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 65 |
| Missing (%) | 16.2% |
| Memory size | 3.2 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.453731343 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | abnormal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 259 | |
| abnormal | 76 | 19.0% |
| (Missing) | 65 | 16.2% |
Length
Pie chart
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 3.2 KiB |
| notpresent | |
|---|---|
| present |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.681818182 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | present |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 354 | |
| present | 42 | 10.5% |
| (Missing) | 4 | 1.0% |
Length
Pie chart
| Distinct | 44 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 70 |
| Missing (%) | 17.5% |
| Memory size | 3.2 KiB |
| 52 | 21 |
|---|---|
| 41 | 21 |
| 48 | 19 |
| 44 | 19 |
| 40 | 16 |
| Other values (39) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 1 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 3.0% |
Sample
| 1st row | 44 |
|---|---|
| 2nd row | 38 |
| 3rd row | 31 |
| 4th row | 32 |
| 5th row | 35 |
Common Values
| Value | Count | Frequency (%) |
| 52 | 21 | 5.2% |
| 41 | 21 | 5.2% |
| 48 | 19 | 4.8% |
| 44 | 19 | 4.8% |
| 40 | 16 | 4.0% |
| 43 | 14 | 3.5% |
| 42 | 13 | 3.2% |
| 45 | 13 | 3.2% |
| 36 | 12 | 3.0% |
| 33 | 12 | 3.0% |
| Other values (34) | 170 | |
| (Missing) | 70 |
Length
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 323 | |
| True | 76 | 19.0% |
| (Missing) | 1 | 0.2% |
| Distinct | 40 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 88 |
| Missing (%) | 22.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.62724359 |
| Minimum | 2.5 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.8 |
| median | 4.4 |
| Q3 | 4.9 |
| 95-th percentile | 5.7 |
| Maximum | 47 |
| Range | 44.5 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 3.193904177 |
|---|---|
| Coefficient of variation (CV) | 0.6902390407 |
| Kurtosis | 142.5059115 |
| Mean | 4.62724359 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 11.58295556 |
| Sum | 1443.7 |
| Variance | 10.20102389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 30 | 7.5% |
| 5 | 30 | 7.5% |
| 4.9 | 27 | 6.8% |
| 4.7 | 17 | 4.2% |
| 4.8 | 16 | 4.0% |
| 4 | 14 | 3.5% |
| 4.1 | 14 | 3.5% |
| 4.4 | 14 | 3.5% |
| 3.9 | 14 | 3.5% |
| 3.8 | 14 | 3.5% |
| Other values (30) | 122 | |
| (Missing) | 88 |
| Value | Count | Frequency (%) |
| 2.5 | 2 | 0.5% |
| 2.7 | 1 | 0.2% |
| 2.8 | 1 | 0.2% |
| 2.9 | 3 | 0.8% |
| 3 | 2 | 0.5% |
| 3.2 | 3 | 0.8% |
| 3.3 | 3 | 0.8% |
| 3.4 | 5 | 1.2% |
| 3.5 | 30 | |
| 3.6 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 47 | 1 | 0.2% |
| 39 | 1 | 0.2% |
| 7.6 | 1 | 0.2% |
| 6.6 | 1 | 0.2% |
| 6.5 | 2 | |
| 6.4 | 1 | 0.2% |
| 6.3 | 3 | |
| 5.9 | 2 | |
| 5.8 | 2 | |
| 5.7 | 4 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 152 |
| Missing (%) | 38.0% |
| Memory size | 3.2 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.379032258 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | normal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 201 | |
| abnormal | 47 | 11.8% |
| (Missing) | 152 |
Length
Pie chart
| Distinct | 49 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 130 |
| Missing (%) | 32.5% |
| Memory size | 3.2 KiB |
| 5.2 | 18 |
|---|---|
| 4.5 | 16 |
| 4.9 | 14 |
| 4.7 | 11 |
| 3.9 | 10 |
| Other values (44) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.951851852 |
| Min length | 1 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | 5.2 |
|---|---|
| 2nd row | 3.9 |
| 3rd row | 4.6 |
| 4th row | 4.4 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5.2 | 18 | 4.5% |
| 4.5 | 16 | 4.0% |
| 4.9 | 14 | 3.5% |
| 4.7 | 11 | 2.8% |
| 3.9 | 10 | 2.5% |
| 4.8 | 10 | 2.5% |
| 4.6 | 9 | 2.2% |
| 3.4 | 9 | 2.2% |
| 5.9 | 8 | 2.0% |
| 5.5 | 8 | 2.0% |
| Other values (39) | 157 | |
| (Missing) | 130 |
Length
| Distinct | 84 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 17 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.072454308 |
| Minimum | 0.4 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.9 |
| median | 1.3 |
| Q3 | 2.8 |
| 95-th percentile | 11.89 |
| Maximum | 76 |
| Range | 75.6 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 5.741126067 |
|---|---|
| Coefficient of variation (CV) | 1.868579803 |
| Kurtosis | 79.30434545 |
| Mean | 3.072454308 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 7.509538252 |
| Sum | 1176.75 |
| Variance | 32.96052852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 40 | 10.0% |
| 1.1 | 24 | 6.0% |
| 0.5 | 23 | 5.8% |
| 1 | 23 | 5.8% |
| 0.9 | 22 | 5.5% |
| 0.7 | 22 | 5.5% |
| 0.6 | 18 | 4.5% |
| 0.8 | 17 | 4.2% |
| 2.2 | 10 | 2.5% |
| 1.5 | 9 | 2.2% |
| Other values (74) | 175 | |
| (Missing) | 17 | 4.2% |
| Value | Count | Frequency (%) |
| 0.4 | 1 | 0.2% |
| 0.5 | 23 | |
| 0.6 | 18 | |
| 0.7 | 22 | |
| 0.8 | 17 | |
| 0.9 | 22 | |
| 1 | 23 | |
| 1.1 | 24 | |
| 1.2 | 40 | |
| 1.3 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 48.1 | 1 | |
| 32 | 1 | |
| 24 | 1 | |
| 18.1 | 1 | |
| 18 | 1 | |
| 16.9 | 1 | |
| 16.4 | 1 | |
| 15.2 | 1 | |
| 15 | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 47 |
| Missing (%) | 11.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.017407932 |
| Minimum | 1.005 |
|---|---|
| Maximum | 1.025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1.005 |
|---|---|
| 5-th percentile | 1.01 |
| Q1 | 1.01 |
| median | 1.02 |
| Q3 | 1.02 |
| 95-th percentile | 1.025 |
| Maximum | 1.025 |
| Range | 0.02 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 0.005716616974 |
|---|---|
| Coefficient of variation (CV) | 0.005618805196 |
| Kurtosis | -1.144356928 |
| Mean | 1.017407932 |
| Median Absolute Deviation (MAD) | 0.005 |
| Skewness | -0.1724437507 |
| Sum | 359.145 |
| Variance | 3.267970963 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.02 | 106 | |
| 1.01 | 84 | |
| 1.025 | 81 | |
| 1.015 | 75 | |
| 1.005 | 7 | 1.8% |
| (Missing) | 47 |
| Value | Count | Frequency (%) |
| 1.005 | 7 | 1.8% |
| 1.01 | 84 | |
| 1.015 | 75 | |
| 1.02 | 106 | |
| 1.025 | 81 |
| Value | Count | Frequency (%) |
| 1.025 | 81 | |
| 1.02 | 106 | |
| 1.015 | 75 | |
| 1.01 | 84 | |
| 1.005 | 7 | 1.8% |
| Distinct | 34 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 87 |
| Missing (%) | 21.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.528754 |
| Minimum | 4.5 |
|---|---|
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 135 |
| median | 138 |
| Q3 | 142 |
| 95-th percentile | 150 |
| Maximum | 163 |
| Range | 158.5 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 10.40875205 |
|---|---|
| Coefficient of variation (CV) | 0.07568418785 |
| Kurtosis | 85.53436962 |
| Mean | 137.528754 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -6.996568561 |
| Sum | 43046.5 |
| Variance | 108.3421193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135 | 40 | |
| 140 | 25 | 6.2% |
| 141 | 22 | 5.5% |
| 139 | 21 | 5.2% |
| 142 | 20 | 5.0% |
| 138 | 20 | 5.0% |
| 137 | 19 | 4.8% |
| 150 | 17 | 4.2% |
| 136 | 17 | 4.2% |
| 147 | 13 | 3.2% |
| Other values (24) | 99 | |
| (Missing) | 87 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | 0.2% |
| 104 | 1 | 0.2% |
| 111 | 1 | 0.2% |
| 113 | 2 | |
| 114 | 2 | |
| 115 | 1 | 0.2% |
| 120 | 2 | |
| 122 | 2 | |
| 124 | 3 | |
| 125 | 2 |
| Value | Count | Frequency (%) |
| 163 | 1 | 0.2% |
| 150 | 17 | |
| 147 | 13 | |
| 146 | 10 | 2.5% |
| 145 | 11 | |
| 144 | 9 | 2.2% |
| 143 | 4 | 1.0% |
| 142 | 20 | |
| 141 | 22 | |
| 140 | 25 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 49 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4501424501 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 290 |
| Zeros (%) | 72.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.099191252 |
|---|---|
| Coefficient of variation (CV) | 2.441874237 |
| Kurtosis | 5.055348003 |
| Mean | 0.4501424501 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.464261823 |
| Sum | 158 |
| Variance | 1.208221408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 4 | 13 | 3.2% |
| 1 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| (Missing) | 49 | 12.2% |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1 | 13 | 3.2% |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 4 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.8% |
| 4 | 13 | 3.2% |
| 3 | 14 | 3.5% |
| 2 | 18 | 4.5% |
| 1 | 13 | 3.2% |
| 0 | 290 |
| Distinct | 92 |
|---|---|
| Distinct (%) | 31.2% |
| Missing | 105 |
| Missing (%) | 26.2% |
| Memory size | 3.2 KiB |
| 9800 | 11 |
|---|---|
| 6700 | 10 |
| 9600 | 9 |
| 7200 | 9 |
| 9200 | 9 |
| Other values (87) |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.227118644 |
| Min length | 2 |
Unique
| Unique | 34 ? |
|---|---|
| Unique (%) | 11.5% |
Sample
| 1st row | 7800 |
|---|---|
| 2nd row | 6000 |
| 3rd row | 7500 |
| 4th row | 6700 |
| 5th row | 7300 |
Common Values
| Value | Count | Frequency (%) |
| 9800 | 11 | 2.8% |
| 6700 | 10 | 2.5% |
| 9600 | 9 | 2.2% |
| 7200 | 9 | 2.2% |
| 9200 | 9 | 2.2% |
| 6900 | 8 | 2.0% |
| 5800 | 8 | 2.0% |
| 11000 | 8 | 2.0% |
| 7800 | 7 | 1.8% |
| 7000 | 7 | 1.8% |
| Other values (82) | 209 | |
| (Missing) | 105 |